YH

Yiqun Hu

0009-0006-3254-2420

cs.CLcs.AIcs.DBcs.LG

On Valency

published · living versions

W_df8pdd8g·v1 · currentpublished

Why Tabular Foundation Models Excel on Relational Data They Have Never Seen

with Linjie Xu, Jixiang He, David Wipf

1 version

Preprints & journals

7 papers in the corpus · 2022–2025

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation2505.14163v1 · He Wang, Alexander Hanbo Li, Yiqun Hu et al.2025 · 0 citationsarXiv

CoddLLM: Empowering Large Language Models for Data Analytics2502.00329v1 · Jiani Zhang, Hengrui Zhang, Rishav Chakravarti et al.2025 · 2 citationsarXiv

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects2501.14717v2 · Naihao Deng, Sheng Zhang, Henghui Zhu et al.2025 · 0 citationsarXiv

PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries2410.11076v2 · Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu et al.2024 · 8 citationsarXiv

UNITE: A Unified Benchmark for Text-to-SQL Evaluation2305.16265v3 · Wuwei Lan, Zhiguo Wang, Anuj Chauhan et al.2023 · 9 citationsarXiv

Importance of Synthesizing High-quality Data for Text-to-SQL Parsing2212.08785v1 · Yiyun Zhao, Jiarong Jiang, Yiqun Hu et al.2022 · 25 citationsarXiv

DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases2210.00063v2 · Donghan Yu, Sheng Zhang, Patrick Ng et al.2022 · 24 citationsarXiv

Career total: 21 works. 7 are in this corpus.

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